• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊
论文

A Method of the Estimation of Pattern Visual Evoked Potential (PVEP)Based on the ICA of Virtual Channels

Expand
  • (1.School of Information Engineering,Zhejiang University of Technology,Hangzhou 310032;
    2.Department of Educational Technology,Zhejiang University of Technology,Hangzhou 310012,China)

Received date: 2009-01-03

  Revised date: 2009-04-09

  Online published: 2010-06-25

Abstract

The principle and algorithms of independent component analysis(ICA) is illustrated. The paper introduces virtual channels and  the virtual structure of multichannel, to complete a singletrial estimation of singlechannel pattern PVEP, which overcomes the problem of using ICA directly to singlechannel signals. Compared with the average technology, its encouraging results are illustrated by both computer simulation and clinical data applications. The number of trials needed is reduced to one. By analyzing the time course and spatial pattern of the independent components, a certain component is  found to be closely related with the P100 latent period in the VEP complex.

Cite this article

LIU Qintuan1,QIU Feiyue1,2,LI Haojun2 . A Method of the Estimation of Pattern Visual Evoked Potential (PVEP)Based on the ICA of Virtual Channels[J]. Computer Engineering & Science, 2010 , 32(7) : 137 -139 . DOI: 10.3969/j.issn.1007130X.2010.

Outlines

/